HistImage2021
Subtitle: A historical image benchmark dataset including feature matches and four scene reconstructions.
Metadata
| Additional title | Subtitle: A historical image benchmark dataset including feature matches and four scene reconstructions. | |
| Person(s) who is (are) responsible for the content of the research data | Maiwald, Ferdinand | |
| Type of data acquisition | Other: Manual selection of images, tie points and feature matches. Automatic generation of 3D models using the Structure-from-Motion workflow in COLMAP | |
| Research objects | Media: Estimation of the pose of the historical camera | |
| Research objects | PhysicalObject: Investigation of four landmarks in the vicinity of Dresden (Crowngate, Hofkirche, Moritzburg, Semperoper) | |
| Abstract | Supplementary image dataset of the ISPRS International Journal of Geoinformation publication "Fully Automated Pose Estimation of Historical Images in the Context of 4D Geographic Information Systems Utilizing Machine Learning Methods". Historical image benchmark dataset including feature matches and four scene reconstructions. | |
| Applied methods and techniques | Stucture-from-Motion Bundle adjustment | |
| Additional descriptive information to understand the data | Detailed information of the used data, its parameters and how it is processed is provided in the accompanying README.md file. | |
| Counties, the data is referencing | GERMANY | de |
| Regions the data is referencing | Sachsen | |
| Additional keywords | Structure-from-Motion | |
| Additional keywords | Photogrammetry | |
| Language | eng | |
| Year or period of data production | 2021 | |
| Publication year | 2021 | |
| Publisher | Technische Universität Dresden | |
| References on related materials | IsIdenticalTo: https://github.com/tudipffmgt/HistImage2021 (URL) | |
| Content of the research data | Text, Image, Dataset, Model: Text - Information and readme-file for the dataset; Image - URLs directing to an entirety of 96 historical images of four landsmarks in the vicinity of Dresden, Germany; Dataset - Historical images, manually determined tie points, feature matches; Model - 3D model generated using COLMAP and saved in .txt format | |
| Holder of usage rights | Technische Universität Dresden | |
| Usage rights of the data | CC-BY-SA-4.0 | |
| Software | Resource Production: COLMAP 3.7 | |
| Software | Resource Production: Agisoft Metashape 1.5.1 | |
| Additional precise description of discipline | Photogrammetry, Computer Vision | |
| Discipline(s) | Geological Science | de |
| Discipline(s) | Computer Science | de |
| Discipline(s) | Other | de |
| Title of the dataset | HistImage2021 |
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Historical image benchmark dataset including feature matches and four scene reconstructions. [1]
Supplementary image dataset of the ISPRS International Journal of Geoinformation publication "Fully Automated Pose Estimation of Historical Images in the Context of 4D Geographic Information Systems Utilizing Machine Learning Methods". Historical image benchmark dataset including feature matches and four scene reconstructions. The dataset can be used for testing and evaluating feature matching methods on exclusively historical images. Additionally, the dataset can easily be extended as all tie point information is provided.